{"id":"W2021169806","doi":"10.1016/j.jnoncrysol.2010.11.012","title":"Size control and characterization of Au nanoparticle agglomeration during encapsulation in sol–gel matrices","year":2010,"lang":"en","type":"article","venue":"Journal of Non-Crystalline Solids","topic":"Gold and Silver Nanoparticles Synthesis and Applications","field":"Materials Science","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Trent University","funders":"Natural Sciences and Engineering Research Council of Canada; Trent University","keywords":"Nanoparticle; Economies of agglomeration; Diethylenetriamine; Pulmonary surfactant; Chemical engineering; Materials science; Molecule; Particle size; Surface plasmon resonance; Diamine; Nanotechnology; Porosity; Amine gas treating; Linker; Polymer chemistry; Chemistry; Organic chemistry; Composite material","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005504792,0.00008308915,0.0002237622,0.00008359756,0.00007364329,0.00005188824,0.00009443703,0.00005288196,0.00004914489],"category_scores_gemma":[0.00008978817,0.00006881583,0.00004308851,0.0001208006,0.00005090678,0.0004151005,0.00001626485,0.00009564126,0.000002230951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001930922,"about_ca_system_score_gemma":0.00005917748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002079531,"about_ca_topic_score_gemma":0.0000355064,"domain_scores_codex":[0.9989092,0.00003950253,0.0006117847,0.0001038343,0.0001855043,0.0001501262],"domain_scores_gemma":[0.9991246,0.00007913295,0.0004692312,0.00009906882,0.0001561655,0.00007178885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00006536007,0.0001130397,0.008927656,0.00002441471,0.0000039014,0.000001892089,0.0004416743,0.0001364083,0.989852,0.00006992591,0.000001339934,0.0003623684],"study_design_scores_gemma":[0.0007950786,0.00005564543,0.2525924,0.00003481981,0.00001754514,0.00001538636,0.00004736684,0.002489155,0.7437665,0.0001008423,0.00002464321,0.00006055575],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989888,0.00001949788,0.000412267,0.0003228459,0.0001082807,0.0001175392,0.000009835374,0.000005511361,0.00001539286],"genre_scores_gemma":[0.9989761,0.00002844221,0.0007624497,0.00001777823,0.0001871948,0.000004522687,0.000001178925,0.000007379816,0.00001495638],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2460855,"threshold_uncertainty_score":0.2806228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005167393305013187,"score_gpt":0.2259158093487166,"score_spread":0.2207484160437034,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}